Several host factors, including proteins encoded by the MDR3, ITGAV, CTLA4, CYP7A1, HNF4A, PPARGC1A, and OCT-1 loci, have been reported to be associated with PBC progression in the Japanese population19–22. Here, PPARGC1A is linked to primary biliary cholangitis.